Self-learning needs data no single shop has. Autonomous agents raise the cost of a bad week. And the most important topics at Pantheon were the ones left off the stage.
Abhi opened with Kodak. But Max is designed to remove the seats ServiceTitan charges for, the pricing comes 'after that,' and the product's old weakness is getting heavier.
Homh is ServiceTitan's bid to own demand in the agent era. It can only rank its own customers, lives inside someone else's platform, and makes ServiceTitan the rating agency of the people who pay it.
The CEO said independent agents fail and you need ServiceTitan's brain. The CTPO launched an MCP server so anyone's agent can run on ServiceTitan data. Both can't be the moat.
ServiceTitan's field stack is engineered to raise the average ticket. The homeowner's AI agent is engineered to lower it. That's the biggest blind spot at Pantheon.
The most revealing moment at Pantheon was an AI recommending more technicians. The trades' binding constraint is labor, and the conference barely touched it.
AI as a multiplier only creates an edge if some competitors don't have it. In a market with fixed demand, the same agents sold to everyone mostly multiply the ad bill.
ServiceTitan spent three keynotes selling the agentic operating system of the trades. Read each claim for what it has to be true, and who it actually serves.
I read four years of SearchLight's contractor marketing data. Channels rose, fell and reversed. One number held still: about one lead in five becomes a booked job.
Someone rebuilt the Adobe suite and made every app agent-ready. When the interface costs nothing, software collapses into data, bridges and rails. Here's what that means, and what it looks like for contractors.